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portada interior point techniques in optimization: complementarity, sensitivity and algorithms
Type
Physical Book
Author
Publisher
Year
2010
Language
English
Pages
280
Format
Paperback
Dimensions
22.9 x 15.5 x 2.0 cm
Weight
0.41 kg.
ISBN
1441947728
ISBN13
9781441947727
Categories

interior point techniques in optimization: complementarity, sensitivity and algorithms

B. Jansen (Author) · Springer · Paperback

interior point techniques in optimization: complementarity, sensitivity and algorithms - Jansen, B.

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Synopsis "interior point techniques in optimization: complementarity, sensitivity and algorithms"

Operations research and mathematical programming would not be as advanced today without the many advances in interior point methods during the last decade. These methods can now solve very efficiently and robustly large scale linear, nonlinear and combinatorial optimization problems that arise in various practical applications. The main ideas underlying interior point methods have influenced virtually all areas of mathematical programming including: analyzing and solving linear and nonlinear programming problems, sensitivity analysis, complexity analysis, the analysis of Newton's method, decomposition methods, polynomial approximation for combinatorial problems etc. This book covers the implications of interior techniques for the entire field of mathematical programming, bringing together many results in a uniform and coherent way. For the topics mentioned above the book provides theoretical as well as computational results, explains the intuition behind the main ideas, gives examples as well as proofs, and contains an extensive up-to-date bibliography. Audience: The book is intended for students, researchers and practitioners with a background in operations research, mathematics, mathematical programming, or statistics

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